| Analytical evaluation of term weighting schemes for text categorization H Altınçay, Z Erenel Pattern Recognition Letters 31 (11), 1310-1323, 2010 | 69 | 2010 |
| An information theoretic framework for weight estimation in the combination of probabilistic classifiers for speaker identification H Altınçay, M Demirekler Speech Communication 30 (4), 255-272, 2000 | 57 | 2000 |
| Speaker identification by combining multiple classifiers using Dempster–Shafer theory of evidence H Altınçay, M Demirekler Speech Communication 41 (4), 531-547, 2003 | 54 | 2003 |
| On naive Bayesian fusion of dependent classifiers H Altınçay Pattern Recognition Letters 26 (15), 2463-2473, 2005 | 49 | 2005 |
| Ensembling evidential k-nearest neighbor classifiers through multi-modal perturbation H Altınçay Applied Soft Computing 7 (3), 1072-1083, 2007 | 48 | 2007 |
| Imbalance learning using heterogeneous ensembles HG Zefrehi, H Altınçay Expert Systems with Applications 142, 113005, 2020 | 47 | 2020 |
| On the independence requirement in Dempster-Shafer theory for combining classifiers providing statistical evidence H Altınçay Applied Intelligence 25, 73-90, 2006 | 46 | 2006 |
| Plurality voting-based multiple classifier systems: statistically independent with respect to dependent classifier sets M Demrekler, H Altinçay Pattern Recognition 35 (11), 2365-2379, 2002 | 45 | 2002 |
| A novel framework for termset selection and weighting in binary text classification D Badawi, H Altınçay Engineering Applications of Artificial Intelligence 35, 38-53, 2014 | 40 | 2014 |
| Nonlinear transformation of term frequencies for term weighting in text categorization Z Erenel, H Altınçay Engineering Applications of Artificial Intelligence 25 (7), 1505-1514, 2012 | 38 | 2012 |
| Clustering based under-sampling for improving speaker verification decisions using AdaBoost H Altınçay, C Ergün Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2004 | 36 | 2004 |
| Decision trees using model ensemble-based nodes H Altınçay Pattern recognition 40 (12), 3540-3551, 2007 | 31 | 2007 |
| Undesirable effects of output normalization in multiple classifier systems H Altınçay, M Demirekler Pattern Recognition Letters 24 (9-10), 1163-1170, 2003 | 27 | 2003 |
| Classifier subset selection for biomedical named entity recognition N Dimililer, E Varoğlu, H Altınçay Applied Intelligence 31, 267-282, 2009 | 25 | 2009 |
| Optimal resampling and classifier prototype selection in classifier ensembles using genetic algorithms H Altinçay Pattern Analysis and Applications 7, 285-295, 2004 | 25 | 2004 |
| A genetic algorithm with multiple crossover operators for optimal frequency assignment problem A Acan, H Altincay, Y Tekol, A Unveren The 2003 Congress on Evolutionary Computation, 2003. CEC'03. 1, 256-263, 2003 | 25 | 2003 |
| Explicit Use of Term Occurrence Probabilities for Term Weighting in Text Categorization. Z Erenel, H Altinçay, E Varoglu J. Inf. Sci. Eng. 27 (3), 819-834, 2011 | 24 | 2011 |
| Why does output normalization create problems in multiple classifier systems? H Altincay, M Demirekler 2002 International Conference on Pattern Recognition 2, 775-778, 2002 | 23 | 2002 |
| Vote-based classifier selection for biomedical NER using genetic algorithms N Dimililer, E Varoğlu, H Altınçay Iberian Conference on Pattern Recognition and Image Analysis, 202-209, 2007 | 19 | 2007 |
| Improving the precision-recall trade-off in undersampling-based binary text categorization using unanimity rule Z Erenel, H Altınçay Neural Computing and Applications 22, 83-100, 2013 | 17 | 2013 |
